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Use Case

Automate financial analysis with AI agents

Build agents that pull financial data, run analyses, generate reports, and flag anomalies. From expense categorization to forecasting — automated and auditable.

The Problem

  • Financial reporting is manual, repetitive, and error-prone
  • Analysts spend more time pulling data than analyzing it
  • Anomalies in spending go undetected until month-end close
  • Forecasting models are static and slow to update

How It Works

  1. 1Connect to your financial systems: ERP, banking, accounting
  2. 2Define analysis templates: P&L, cash flow, variance, etc.
  3. 3Agent pulls data, runs calculations, and generates reports
  4. 4Flags anomalies and deviations from forecasts in real-time

Results

  • Monthly close reporting automated end-to-end
  • Real-time anomaly detection on transactions and spending
  • Analysts focus on strategic work, not data wrangling
  • Full audit trail for every calculation and data source

Example Agent Prompt

Pull Q4 revenue data from our ERP, compare against forecast, and generate a variance analysis report highlighting the top 5 deviations by magnitude.

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